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This is the first detailed study on the coverage of Microsoft Academic (MA). Based on the complete and verified publication list of a university, the coverage of MA was assessed and compared with two benchmark databases, Scopus and Web of…

Digital Libraries · Computer Science 2019-08-06 Sven E. Hug , Martin P. Braendle

Dissertations can be the single most important scholarly outputs of junior researchers. Whilst sets of journal articles are often evaluated with the help of citation counts from the Web of Science or Scopus, these do not index dissertations…

Digital Libraries · Computer Science 2019-02-26 Kayvan Kousha , Mike Thelwall

The launch of Google Scholar back in 2004 meant a revolution not only in the scientific information search market but also in research evaluation processes. Its dynamism, unparalleled coverage, and uncontrolled indexing make of Google…

Digital Libraries · Computer Science 2018-06-19 Emilio Delgado Lopez-Cozar , Enrique Orduna-Malea , Alberto Martin-Martin , Juan M. Ayllon

The transition from analogue to digital archives and the recent explosion of online content offers researchers novel ways of engaging with data. The crucial question for ensuring a balance between the supply and demand-side of data, is…

Digital Libraries · Computer Science 2014-04-23 Max Kemman , Martijn Kleppe , Stef Scagliola

Unlike other academic bibliographic databases, Google Scholar intentionally operates in a way that does not maintain coverage stability: documents that stop being available to Google Scholar's crawlers are removed from the system. This can…

Digital Libraries · Computer Science 2021-02-16 Alberto Martín-Martín , Emilio Delgado López-Cózar

Microsoft Academic Graph (MAG) has been studied a lot concerning its suitability for bibliometric evaluations. In May 2021, it was announced that it would retire on December 31, 2021. Soon after that, the non-profit organization…

Digital Libraries · Computer Science 2024-02-08 Thomas Scheidsteger , Robin Haunschild

Purpose: The purpose of this paper is to measure the coverage of Google Scholar for the Library and Information Science (LIS) journal literature as identified by a list of core LIS journals from a study by Schloegl and Petschnig (2005).…

Digital Libraries · Computer Science 2015-11-19 Dirk Lewandowski

With the increasing integration of Artificial Intelligence (AI) in academic problem solving, university students frequently alternate between traditional search engines like Google and large language models (LLMs) for information retrieval.…

Human-Computer Interaction · Computer Science 2025-10-21 Md. Faiyaz Abdullah Sayeedi , Md. Sadman Haque , Zobaer Ibn Razzaque , Robiul Awoul Robin , Sabila Nawshin

Academic ranking is a public topic, such as for universities, colleges, or departments, which has significant educational, administrative and social effects. Popular ranking systems include the US News & World Report (USNWR), the Academic…

Digital Libraries · Computer Science 2013-01-09 Kun Tang , Qiwei Jin , Xin Zou , Jiansheng Yang , Michael Vannier , Ge Wang

Objective. To analyse quantitatively the articles published during 2008_2017 about the academic social networking site ResearchGate. Methods. A scoping bibliometric review of documents retrieved using Google Scholar was conducted, limited…

Digital Libraries · Computer Science 2019-08-26 Prieto-Gutierrez , Juan Jose

A new methodology is proposed for comparing Google Scholar (GS) with other citation indexes. It focuses on the coverage and citation impact of sources, indexing speed, and data quality, including the effect of duplicate citation counts. The…

Digital Libraries · Computer Science 2016-05-03 Henk F. Moed , Judit Bar-Ilan , Gali Halevi

Since repositories are a key tool in making scholarly knowledge open access, determining their presence and impact on the Web is essential, particularly in Google (search engine par excellence) and Google Scholar (a tool increasingly used…

Digital Libraries · Computer Science 2014-06-18 Enrique Orduña-Malea , Emilio Delgado Lopez-Cozar

Despite citation counts from Google Scholar (GS), Web of Science (WoS), and Scopus being widely consulted by researchers and sometimes used in research evaluations, there is no recent or systematic evidence about the differences between…

Digital Libraries · Computer Science 2019-03-14 Alberto Martín-Martín , Enrique Orduna-Malea , Mike Thelwall , Emilio Delgado López-Cózar

The study of highly cited documents on Google Scholar (GS) has never been addressed to date in a comprehensive manner. The objective of this work is to identify the set of highly cited documents in Google Scholar and define their core…

We present the design and methodology for the large scale hybrid paper recommender system used by Microsoft Academic. The system provides recommendations for approximately 160 million English research papers and patents. Our approach…

Digital Libraries · Computer Science 2019-05-23 Anshul Kanakia , Zhihong Shen , Darrin Eide , Kuansan Wang

The paper discusses and analyzes the scientific search service Google Scholar (GS). The focus is on an exploratory study which investigates the coverage of scientific serials in GS. The study shows deficiencies in the coverage and…

Digital Libraries · Computer Science 2019-01-15 Philipp Mayr , Anne-Kathrin Walter

Academic codes associated with research papers are valuable resources for scholars. In specialized fields outside computer science, code availability is often limited, making effective code retrieval essential. Google Scholar is a crucial…

Digital Libraries · Computer Science 2025-03-04 Shi-Shun Chen

Nowadays, the worlds scientific community has been publishing an enormous number of papers in different scientific fields. In such environment, it is essential to know which databases are equally efficient and objective for literature…

In order to assess Microsoft Academic as a useful data source for evaluative bibliometrics it is crucial to know, if citation counts from Microsoft Academic could be used in common normalization procedures and whether the normalized scores…

Digital Libraries · Computer Science 2018-08-21 Thomas Scheidsteger , Robin Haunschild , Sven Hug , Lutz Bornmann

Academic Search is a search task aimed to manage and retrieve scientific documents like journal articles and conference papers. Personalization in this context meets individual researchers' needs by leveraging, through user profiles, the…

Information Retrieval · Computer Science 2025-07-21 Pranav Kasela , Gabriella Pasi , Raffaele Perego